GaP-Aug: Gamma Patch-Wise Correction Augmentation Method for Respiratory Sound Classification.
An-Yan ChangJing-Tong TzengHuan-Yu ChenChih-Wei SungChun-Hsiang HuangEdward Pei-Chuan HuangChi-Chun LeePublished in: ICASSP (2024)
Keyphrases
- classification method
- support vector machine svm
- support vector machine
- classification rate
- pairwise
- preprocessing
- similarity measure
- classification process
- detection method
- significant improvement
- classification accuracy
- pattern classification
- classification scheme
- clustering method
- feature extraction
- unsupervised learning
- machine learning methods
- high accuracy
- training samples
- cost function
- multiscale
- decision rules
- accuracy rate
- training phase
- benchmark data sets
- text classification
- classification algorithm
- machine learning
- image classification
- feature set
- active learning
- computational complexity
- pattern recognition
- image segmentation